AI City Challenge Dataset Quick Access

Evaluation and Participation Guidelines

The evaluation servers for the following years remain open:

To participate effectively, please review PAST CHALLENGES (for historical context and prior benchmarks) and corresponding sections of CHALLENGE → Data and Evaluation and INFO → FAQs.
Each team is limited to one account per evaluation system. Teams must register using an institutional or non-commercial email address (e.g., university, research lab, or company domain). Commercial or personal email addresses (e.g., Gmail, QQmail, Outlook.comwill not be approved for evaluation access. After completing registration, please email aicitychallenges@gmail.com to notify the organizers of your evaluation system sign-up and request approval. Please allow 2–3 business days for account verification and approval.

  • Public Leaderboard: Teams must strictly avoid using any private data or private pre-trained models during training or validation.
  • General Leaderboard: No restrictions on data sources or pre-trained models.